given that by LLMs, people generally refer to the transformer architecture, it definitely wasn’t how google always did search. they famously started out by using pagerank. now, back then this was definitely seen as AI, but what gets called ai by the general public has changed over the last couple of decades. now people use it almost exclusively to refer to deep learning models or even just llms.
so yes, in a strict sense google has always used ai for search. but when the general public says AI now, they usually mean llms specifically and using that to replace actually going to the source websites is new
Pagerank was built on the Markov Model, which became the core of modern LLM graph design.
It was a precursor technology, not an independent system, which used Hyperlinks rather than word tokens to form associations.
they usually mean llms specifically and using that to replace actually going to the source websites is new
So much of the complaint around AI isn’t even the LLM part. It’s the weighting and censorship of certain sources and data, convinced with the masking of results behind natural language output templates.
You had the first problem under Pagerank already (Google Bombing and “shadow banning” of sources the company didn’t find reliable). The second is entirely a product of the interface and has nothing to do with the heuristics of the program.
given that by LLMs, people generally refer to the transformer architecture, it definitely wasn’t how google always did search. they famously started out by using pagerank. now, back then this was definitely seen as AI, but what gets called ai by the general public has changed over the last couple of decades. now people use it almost exclusively to refer to deep learning models or even just llms.
so yes, in a strict sense google has always used ai for search. but when the general public says AI now, they usually mean llms specifically and using that to replace actually going to the source websites is new
Pagerank was built on the Markov Model, which became the core of modern LLM graph design.
It was a precursor technology, not an independent system, which used Hyperlinks rather than word tokens to form associations.
So much of the complaint around AI isn’t even the LLM part. It’s the weighting and censorship of certain sources and data, convinced with the masking of results behind natural language output templates.
You had the first problem under Pagerank already (Google Bombing and “shadow banning” of sources the company didn’t find reliable). The second is entirely a product of the interface and has nothing to do with the heuristics of the program.